关键词: 图像分类, 正负模糊规则, 遥感图像, 自然图像

Abstract: We often use the positive fuzzy rules only for image classification in the traditional image classification system. However, the role of the negative fuzzy rules also is sometimes important in image classification. Accordingly, this paper proposes a new fuzzy rule system which uses the combination of positive and negative fuzzy rules to classify images. We focus on combining negative fuzzy rules with traditional positive ones. Experiments show that the proposed method here has high accuracy and better results than the methods using positive rules only.

Key words: mage classification, positive and negative fuzzy rules, remote sensing image, natural image